//ssc install estout
//ssc install rwolf2 // 2008 Romano Wolf, 2021 paper

clear all


global replica_dir="<add path to your working directory>"
global data_dir="$replica_dir/data"
global output_dir="$replica_dir/output"

use "$data_dir/panel_simce4b8_sned_studlvl.dta", clear

/*----------------------------------------------------------------------------*/
 

 
global indepvars "sch_municip_pre rural_rbd sch_stno_pre i.tipo_est_num i.mom_edu_pre i.dad_edu_pre i.pad_inc_pre i.sch_gse_pre i.hg i.sned_yr"  
global depvars "mate lect nat "

la var mate_post "Grade 8 Math Score"
la var lect_post "Grade 8 Reading Score"
la var nat_post  "Grade 8 Natural Sciences"

la var treat25 "Full vs. Partial Bonus"
la var treat10 "Partial vs. No Bonus"


eststo clear

/*------------------------------------------------------------------------------ 
	
	All
*/



foreach yvar of global depvars{
	
eststo: reg `yvar'_post `yvar'_pre  treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} if abs(st_ind25) <= 1.5 & cut25<mean_cut25, vce(cluster rbd)
eststo: reg `yvar'_post `yvar'_pre  treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} if abs(st_ind10) <= 1.5 & cut10<mean_cut10, vce(cluster rbd)

eststo: reg `yvar'_post `yvar'_pre  treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} if abs(st_ind25) <= 1.5 & cut25>=mean_cut25, vce(cluster rbd)
eststo: reg `yvar'_post `yvar'_pre  treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} if abs(st_ind10) <= 1.5 & cut10>=mean_cut10, vce(cluster rbd)

}	
 

/*------------------------------------------------------------------------------

	PV
	
*/				
	
	
foreach yvar of global depvars{
	
eststo: reg `yvar'_post `yvar'_pre  treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_pv, vce(cluster rbd)
eststo: reg `yvar'_post `yvar'_pre  treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_pv, vce(cluster rbd)

eststo: reg `yvar'_post `yvar'_pre  treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_pv, vce(cluster rbd)
eststo: reg `yvar'_post `yvar'_pre  treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_pv, vce(cluster rbd)

}				


/*------------------------------------------------------------------------------

	MV
	
*/		

foreach yvar of global depvars{
	
eststo: reg `yvar'_post `yvar'_pre  treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} if sch_municip_pre==1 & abs(st_ind25) <= 1.5  & cut25<mean_cut25_mv, vce(cluster rbd)
eststo: reg `yvar'_post `yvar'_pre  treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} if sch_municip_pre==1 & abs(st_ind10) <= 1.5  & cut10<mean_cut10_mv, vce(cluster rbd)

eststo: reg `yvar'_post `yvar'_pre  treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} if sch_municip_pre==1 & abs(st_ind25) <= 1.5  & cut25>=mean_cut25_mv, vce(cluster rbd)
eststo: reg `yvar'_post `yvar'_pre  treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} if sch_municip_pre==1 & abs(st_ind10) <= 1.5  & cut10>=mean_cut10_mv, vce(cluster rbd)

}				


			



/*----------------------------------------------------------------------------
	
	Multiple hypothesis testing
*/


rwolf2 ///	
	(reg mate_post mate_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if 						abs(st_ind25) <= 1.5 & cut25<mean_cut25, 	vce(cluster rbd)) ///
	(reg mate_post mate_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if 						abs(st_ind10) <= 1.5 & cut10<mean_cut10, 	vce(cluster rbd)) /// 
	(reg mate_post mate_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if	 					abs(st_ind25) <= 1.5 & cut25>=mean_cut25, 	vce(cluster rbd)) ///
	(reg mate_post mate_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if 						abs(st_ind10) <= 1.5 & cut10>=mean_cut10, 	vce(cluster rbd)) /// 
	(reg lect_post lect_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if 						abs(st_ind25) <= 1.5 & cut25<mean_cut25, 	vce(cluster rbd)) ///
	(reg lect_post lect_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if 						abs(st_ind10) <= 1.5 & cut10<mean_cut10, 	vce(cluster rbd)) /// 
	(reg lect_post lect_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if 						abs(st_ind25) <= 1.5 & cut25>=mean_cut25, 	vce(cluster rbd)) ///
	(reg lect_post lect_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if 						abs(st_ind10) <= 1.5 & cut10>=mean_cut10, 	vce(cluster rbd)) /// 
	(reg  nat_post nat_pre 	treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if 						abs(st_ind25) <= 1.5 & cut25<mean_cut25, 	vce(cluster rbd)) ///
	(reg  nat_post nat_pre 	treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if 						abs(st_ind10) <= 1.5 & cut10<mean_cut10, 	vce(cluster rbd)) /// 
	(reg  nat_post nat_pre 	treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if 						abs(st_ind25) <= 1.5 & cut25>=mean_cut25, 	vce(cluster rbd)) ///
	(reg  nat_post nat_pre 	treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if 						abs(st_ind10) <= 1.5 & cut10>=mean_cut10, 	vce(cluster rbd)) /// 
	(reg mate_post mate_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_pv, 	vce(cluster rbd)) ///
	(reg mate_post mate_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_pv, 	vce(cluster rbd)) /// 
	(reg mate_post mate_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_pv, 	vce(cluster rbd)) ///
	(reg mate_post mate_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_pv, 	vce(cluster rbd)) /// 
	(reg lect_post lect_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_pv, 	vce(cluster rbd)) ///
	(reg lect_post lect_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_pv, 	vce(cluster rbd)) /// 
	(reg lect_post lect_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_pv, 	vce(cluster rbd)) ///
	(reg lect_post lect_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_pv, 	vce(cluster rbd)) /// 
	(reg  nat_post nat_pre 	treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_pv, 	vce(cluster rbd)) ///
	(reg  nat_post nat_pre 	treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_pv, 	vce(cluster rbd)) /// 
	(reg  nat_post nat_pre 	treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_pv, 	vce(cluster rbd)) ///
	(reg  nat_post nat_pre 	treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}  	if sch_municip_pre==0 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_pv, 	vce(cluster rbd)) /// 
	(reg mate_post mate_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_mv, 	vce(cluster rbd)) ///
	(reg mate_post mate_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_mv, 	vce(cluster rbd)) /// 
	(reg mate_post mate_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_mv, 	vce(cluster rbd)) ///
	(reg mate_post mate_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}	if sch_municip_pre==1 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_mv, 	vce(cluster rbd)) /// 
	(reg lect_post lect_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_mv, 	vce(cluster rbd)) ///
	(reg lect_post lect_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars}	if sch_municip_pre==1 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_mv, 	vce(cluster rbd)) /// 
	(reg lect_post lect_pre treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_mv, 	vce(cluster rbd)) ///
	(reg lect_post lect_pre treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_mv, 	vce(cluster rbd)) /// 
	(reg  nat_post nat_pre 	treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind25) <= 1.5 & cut25<mean_cut25_mv, 	vce(cluster rbd)) ///
	(reg  nat_post nat_pre 	treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind10) <= 1.5 & cut10<mean_cut10_mv, 	vce(cluster rbd)) /// 
	(reg  nat_post nat_pre 	treat25 st_ind25 st_ind25_sq inter25 inter25_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind25) <= 1.5 & cut25>=mean_cut25_mv, 	vce(cluster rbd)) ///
	(reg  nat_post nat_pre 	treat10 st_ind10 st_ind10_sq inter10 inter10_sq  ${indepvars} 	if sch_municip_pre==1 & abs(st_ind10) <= 1.5 & cut10>=mean_cut10_mv, 	vce(cluster rbd)) /// 
	, ///
	indepvars(	treat25, treat10, treat25, treat10,  /// 
				treat25, treat10, treat25, treat10,  ///
				treat25, treat10, treat25, treat10,  ///
				treat25, treat10, treat25, treat10,  ///
				treat25, treat10, treat25, treat10,  ///
				treat25, treat10, treat25, treat10,  /// 
				treat25, treat10, treat25, treat10,  ///
				treat25, treat10, treat25, treat10,  ///
				treat25, treat10, treat25, treat10  /// 
												) seed(12011303)  cluster(rbd) strata(sned_yr) idcluster(newclusterid) usevalid reps(500) //holm
		
matrix RW=e(RW)				

matrix list RW

foreach v of numlist 1(1)36{ // each variable is a row in RW

scalar rw_pv=RW[`v',3]
scalar h_pv =RW[`v',4]
estadd scalar rw_pv : est`v'
estadd scalar h_pv :  est`v' 

}

*   

local sample="all"
esttab est1 est2 est3 est4 est5 est6 est7 est8 est9 est10 est11 est12 using "$output_dir/post_8b4_extval_`sample'.tex", tex nolines fragment label replace  collabels(none) nomtitles nonumbers star(* 0.10 ** 0.05 *** 0.01) ///
cells(b(star fmt(3)) se(par(( )) fmt(3)) ) ///
keep(treat25 treat10) ///
stats(N r2  rw_pv , fmt(0 3 3 3)  ///
labels(`"Observations"' `"R-squared"' `"Romano-Wolf p-value"' ))

local sample="pv"
esttab est13 est14 est15 est16 est17 est18 est19 est20 est21 est22 est23 est24 using "$output_dir/post_8b4_extval_`sample'.tex", tex nolines fragment label replace  collabels(none) nomtitles nonumbers star(* 0.10 ** 0.05 *** 0.01) ///
cells(b(star fmt(3)) se(par(( )) fmt(3)) ) ///
keep(treat25 treat10) ///
stats(N r2  rw_pv , fmt(0 3 3 3)  ///
labels(`"Observations"' `"R-squared"' `"Romano-Wolf p-value"' ))

local sample="mv"
esttab est25 est26 est27 est28 est29 est30 est31 est32 est33 est34 est35 est36 using "$output_dir/post_8b4_extval_`sample'.tex", tex nolines fragment label replace  collabels(none) nomtitles nonumbers star(* 0.10 ** 0.05 *** 0.01) ///
cells(b(star fmt(3)) se(par(( )) fmt(3)) ) ///
keep(treat25 treat10) ///
stats(N r2  rw_pv , fmt(0 3 3 3)  ///
labels(`"Observations"' `"R-squared"' `"Romano-Wolf p-value"' ))




eststo clear				


			
				
*----------------------------------   end


 
